How to fetch "thrown" error message from get_details()?

Options
rs0105
rs0105 Dataiku DSS Core Designer, Registered Posts: 5 ✭✭✭

I want to capture the thrown error message from json by get_details(). There are currently multiple steps in build dataset and one of the steps gets failed and I need to fetch the error message of the failed step which is present inside "thrown". So, could you please help me identify the hierarchy through which I can fetch the "thrown" error message from get_details()? Thanks in advance.

Answers

  • Sarina
    Sarina Dataiker, Dataiku DSS Core Designer, Dataiku DSS Adv Designer Posts: 315 Dataiker
    edited July 17
    Options

    Hi @rs0105
    ,

    Here's an example of pulling the "thrown" scenario result field for any steps within a scenario that failed.

    import dataiku
    from dataiku import pandasutils as pdu
    import pandas as pd
    
    client =  dataiku.api_client()
    project = client.get_project('YOUR_PROJECT')
    scenario = project.get_scenario('YOUR_SCENARIO')
    
    # gets the most recent scenario run 
    last_run = scenario.get_last_finished_run()
    
    # for each step within the scenario, get the step "status". 
    for step in last_run.get_details()['stepRuns']:
        # If the step failed, get the step name and "throw" field:
        if step['result']['outcome'] == 'FAILED':
            # log "Thrown" message
            print('Step name: ' , step['step']['name'])
            print('Error: ', step['result']['thrown'])


    In the above, the "step" object will contain the details for each step. You can print it to take a look at the full details. Within the "result" key, you'll get information on the step success or failure in addition to the "thrown" field that will contain the error details for that specific step. Within the "step" key, you'll find information about the actual step (name, id).

    Here's a brief example where I have a scenario that failed in the second step:

    Screen Shot 2021-09-23 at 4.25.55 PM.png

    When I run the above code on this scenario, I get the name of the step and the thrown error message back, just for the failed step:

    Screen Shot 2021-09-23 at 4.26.03 PM.png

    If this doesn't address your use case, could you provide a little more detail and attach some screenshots illustrating your use case for us to take a look?

    Thank you,
    Sarina

Setup Info
    Tags
      Help me…